David L. Macêdo

45 papers B 14Journal 23Unranked 8

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Sigmoidal learning rate optimizer for deep neural network training using a two-phase adaptation approach. Appl. Soft Comput. David L. Macêdo, Cleber Zanchettin, Teresa Bernarda Ludermir
2023	B	`conf`	Improving small object detection with DETRAug. IJCNN Evair Cunha, David L. Macêdo, Cleber Zanchettin
2023	B	`conf`	Learning What, Where and Which to Transfer. IJCNN Lucas de Lima Nogueira, David L. Macêdo, Cleber Zanchettin, Fernando M. P. Neto, Adriano Lorena Inácio de Oliveira
2023	—	`conf`	On the Assessment of Deep Learning Models for Named Entity Recognition of Brazilian Legal Documents. EPIA (2) Hidelberg Oliveira Albuquerque, Ellen Souza, Adriano L. I. Oliveira, David L. Macêdo, Cleber Zanchettin, Douglas Vitório, Nádia Félix F. da Silva, André C. P. L. F. de Carvalho
2023	B	`conf`	Self-calibrated U-Net for Document Segmentation. IJCNN Iago Richard Rodrigues, Leylane Graziele Ferreira da Silva, David L. Macêdo, Cleber Zanchettin, Patricia Takako Endo, Djamel Fawzi Hadj Sadok
2022	B	`conf`	An Adapted GRASP Approach for Hyperparameter Search on Deep Networks Applied to Tabular Data. IJCNN Andersson A. Da Silva, Amanda S. Xavier, David L. Macêdo, Cleber Zanchettin, Adriano L. I. Oliveira
2022	J	`jnl`	Convolution Optimization in Fire Classification. IEEE Access Angel Ayala, Bruno José Torres Fernandes, Francisco Cruz, David L. Macêdo, Cleber Zanchettin
2022	—	`conf`	Detecting Malicious HTTP Requests Without Log Parser Using RequestBERT-BiLSTM. BRACIS (2) Levi S. Ramos Júnior, David L. Macêdo, Adriano L. I. Oliveira, Cleber Zanchettin
2022	J	`jnl`	Distinction Maximization Loss: Efficiently Improving Classification Accuracy, Uncertainty Estimation, and Out-of-Distribution Detection Simply Replacing the Loss and Calibrating. CoRR David L. Macêdo, Cleber Zanchettin, Teresa Bernarda Ludermir
2022	J	`jnl`	Entropic Out-of-Distribution Detection: Seamless Detection of Unknown Examples. IEEE Trans. Neural Networks Learn. Syst. David L. Macêdo, Tsang Ing Ren, Cleber Zanchettin, Adriano L. I. Oliveira, Teresa Bernarda Ludermir
2022	—	`conf`	LogBERT-BiLSTM: Detecting Malicious Web Requests. ICANN (3) Levi S. Ramos Júnior, David L. Macêdo, Adriano L. I. Oliveira, Cleber Zanchettin
2022	J	`jnl`	Multi-human Fall Detection and Localization in Videos. Comput. Vis. Image Underst. Mouglas Eugênio Nasário Gomes, David L. Macêdo, Cleber Zanchettin, Paulo Salgado Gomes de Mattos Neto, Adriano L. I. Oliveira
2022	J	`jnl`	PictoBERT: Transformers for next pictogram prediction. Expert Syst. Appl. Jayr Pereira, David L. Macêdo, Cleber Zanchettin, Adriano Lorena Inácio de Oliveira, Robson do Nascimento Fidalgo
2022	J	`jnl`	Towards Robust Deep Learning using Entropic Losses. CoRR David L. Macêdo
2022	—	`conf`	Training Aware Sigmoidal Optimization. BRACIS (2) David L. Macêdo, Pedro Dreyer, Teresa Bernarda Ludermir, Cleber Zanchettin
2022	—	`conf`	Unsupervised Multi-view Multi-person 3D Pose Estimation Using Reprojection Error. ICANN (3) Diógenes Wallis de França Silva, João Paulo Silva do Monte Lima, David L. Macêdo, Cleber Zanchettin, Diego Gabriel Francis Thomas, Hideaki Uchiyama, Veronica Teichrieb
2021	B	`conf`	Entropic Out-of-Distribution Detection. IJCNN David L. Macêdo, Tsang Ing Ren, Cleber Zanchettin, Adriano L. I. Oliveira, Teresa Bernarda Ludermir
2021	B	`conf`	Identification of Microorganism Colony Odor Signature using InceptionTime. SMC Paulo M. Vasconcelos, David L. Macêdo, Leandro M. Almeida, Reginaldo G. L. Neto, Clayton A. Benevides, Cleber Zanchettin, Adriano L. I. Oliveira
2021	J	`jnl`	Improving Entropic Out-of-Distribution Detection using Isometric Distances and the Minimum Distance Score. CoRR David L. Macêdo, Teresa Bernarda Ludermir
2021	J	`jnl`	Intrusion Detection for Cyber-Physical Systems Using Generative Adversarial Networks in Fog Environment. IEEE Internet Things J. Paulo Freitas de Araujo-Filho, Georges Kaddoum, Divanilson R. Campelo, Aline Gondim Santos, David L. Macêdo, Cleber Zanchettin
2021	B	`conf`	Multi-Class Mobile Money Service Financial Fraud Detection by Integrating Supervised Learning with Adversarial Autoencoders. IJCNN Julio Cezar Soares Silva, David L. Macêdo, Cleber Zanchettin, Adriano L. I. Oliveira, Adiel Teixeira de Almeida Filho
2021	J	`jnl`	Multi-Cue Adaptive Emotion Recognition Network. CoRR Willams L. Costa, David L. Macêdo, Cleber Zanchettin, Lucas Silva Figueiredo, Veronica Teichrieb
2021	J	`jnl`	Training Aware Sigmoidal Optimizer. CoRR David L. Macêdo, Pedro Dreyer, Teresa Bernarda Ludermir, Cleber Zanchettin
2020	J	`jnl`	A Fast Fully Octave Convolutional Neural Network for Document Image Segmentation. CoRR Ricardo Batista das Neves Junior, Luiz Felipe Verçosa, David L. Macêdo, Byron Leite Dantas Bezerra, Cleber Zanchettin
2020	J	`jnl`	AM-MobileNet1D: A Portable Model for Speaker Recognition. CoRR João Antônio Chagas Nunes, David L. Macêdo, Cleber Zanchettin
2020	B	`conf`	Distantly-Supervised Neural Relation Extraction with Side Information using BERT. IJCNN Johny Moreira, Chaina Santos Oliveira, David L. Macêdo, Cleber Zanchettin, Luciano Barbosa
2020	B	`conf`	KutralNet: A Portable Deep Learning Model for Fire Recognition. IJCNN Angel Ayala, Bruno J. T. Fernandes, Francisco Cruz, David L. Macêdo, Adriano L. I. Oliveira, Cleber Zanchettin
2020	J	`jnl`	KutralNet: A Portable Deep Learning Model for Fire Recognition. CoRR Angel Ayala, Bruno J. T. Fernandes, Francisco Cruz, David L. Macêdo, Adriano L. I. Oliveira, Cleber Zanchettin
2020	J	`jnl`	Neural Networks Out-of-Distribution Detection: Hyperparameter-Free Isotropic Maximization Loss, The Principle of Maximum Entropy, Cold Training, and Branched Inferences. CoRR David L. Macêdo, Teresa Bernarda Ludermir
2020	J	`jnl`	Squeezed Deep 6DoF Object Detection Using Knowledge Distillation. CoRR Heitor Felix, Walber M. Rodrigues, David L. Macêdo, Francisco Simões, Adriano L. I. Oliveira, Veronica Teichrieb, Cleber Zanchettin
2020	B	`conf`	Squeezed Deep 6DoF Object Detection using Knowledge Distillation. IJCNN Heitor Felix, Walber M. Rodrigues, David L. Macêdo, Francisco Simões, Adriano L. I. Oliveira, Veronica Teichrieb, Cleber Zanchettin
2019	B	`conf`	Additive Margin SincNet for Speaker Recognition. IJCNN João Antônio Chagas Nunes, David L. Macêdo, Cleber Zanchettin
2019	J	`jnl`	Additive Margin SincNet for Speaker Recognition. CoRR João Antônio Chagas Nunes, David L. Macêdo, Cleber Zanchettin
2019	J	`jnl`	Distinction Maximization Loss: Fast, Scalable, Turnkey, and Native Neural Networks Out-of-Distribution Detection simply by Replacing the SoftMax Loss. CoRR David L. Macêdo, Tsang Ing Ren, Cleber Zanchettin, Adriano L. I. Oliveira, Alain Tapp, Teresa Bernarda Ludermir
2019	J	`jnl`	Enhancing batch normalized convolutional networks using displaced rectifier linear units: A systematic comparative study. Expert Syst. Appl. David L. Macêdo, Cleber Zanchettin, Adriano L. I. Oliveira, Teresa Bernarda Ludermir
2019	B	`conf`	Heartbeat Anomaly Detection using Adversarial Oversampling. IJCNN Jefferson L. P. Lima, David L. Macêdo, Cleber Zanchettin
2019	J	`jnl`	Heartbeat Anomaly Detection using Adversarial Oversampling. CoRR Jefferson L. P. Lima, David L. Macêdo, Cleber Zanchettin
2019	—	`conf`	Hierarchical Attentional Hybrid Neural Networks for Document Classification. ICANN (Workshop) Jader Abreu, Luis Fred, David L. Macêdo, Cleber Zanchettin
2019	J	`jnl`	Hierarchical Attentional Hybrid Neural Networks for Document Classification. CoRR Jader Abreu, Luis Fred, David L. Macêdo, Cleber Zanchettin
2019	B	`conf`	Improving Universal Language Model Fine-Tuning using Attention Mechanism. IJCNN Flávio Arthur O. Santos, Karina L. Ponce-Guevara, David L. Macêdo, Cleber Zanchettin
2019	—	`conf`	Spatial-Temporal Graph Convolutional Networks for Sign Language Recognition. ICANN (Workshop) Cleison Correia de Amorim, David L. Macêdo, Cleber Zanchettin
2019	J	`jnl`	Spatial-Temporal Graph Convolutional Networks for Sign Language Recognition. CoRR Cleison Correia de Amorim, David L. Macêdo, Cleber Zanchettin
2019	—	`conf`	Squeezed Very Deep Convolutional Neural Networks for Text Classification. ICANN (1) Andréa B. Duque, Luã Lázaro J. Santos, David L. Macêdo, Cleber Zanchettin
2019	J	`jnl`	Squeezed Very Deep Convolutional Neural Networks for Text Classification. CoRR Andréa B. Duque, Luã Lázaro J. Santos, David L. Macêdo, Cleber Zanchettin
2019	B	`conf`	Towards Optimizing Convolutional Neural Networks for Robotic Surgery Skill Evaluation. IJCNN Dayvid Castro, Danilo Pereira, Cleber Zanchettin, David L. Macêdo, Byron L. D. Bezerra